Negation mitigates rather than inverts the neural representations of adjectives

PLoS Biol. 2024 May 30;22(5):e3002622. doi: 10.1371/journal.pbio.3002622. eCollection 2024 May.

Abstract

Combinatoric linguistic operations underpin human language processes, but how meaning is composed and refined in the mind of the reader is not well understood. We address this puzzle by exploiting the ubiquitous function of negation. We track the online effects of negation ("not") and intensifiers ("really") on the representation of scalar adjectives (e.g., "good") in parametrically designed behavioral and neurophysiological (MEG) experiments. The behavioral data show that participants first interpret negated adjectives as affirmative and later modify their interpretation towards, but never exactly as, the opposite meaning. Decoding analyses of neural activity further reveal significant above chance decoding accuracy for negated adjectives within 600 ms from adjective onset, suggesting that negation does not invert the representation of adjectives (i.e., "not bad" represented as "good"); furthermore, decoding accuracy for negated adjectives is found to be significantly lower than that for affirmative adjectives. Overall, these results suggest that negation mitigates rather than inverts the neural representations of adjectives. This putative suppression mechanism of negation is supported by increased synchronization of beta-band neural activity in sensorimotor areas. The analysis of negation provides a steppingstone to understand how the human brain represents changes of meaning over time.

MeSH terms

  • Adult
  • Brain / physiology
  • Female
  • Humans
  • Language*
  • Linguistics / methods
  • Magnetoencephalography / methods
  • Male
  • Semantics
  • Young Adult

Grants and funding

This work was supported by the Leon Levy Foundation (https://www.leonlevyfoundation.org/leon-levy-fellowship-neuroscience/ to A.Z.), the European Union’s Horizon 2020 research and innovation program under grant agreement No 660086 (https://rea.ec.europa.eu/funding-and-grants/horizon-europe-marie-sklodowska-curie-actions_en to J-R.K.), the Bettencourt-Schueller Foundation (https://www.fondationbs.org/en to J-R.K.), the Philippe Foundation (https://www.philippefoundation.org/ to J-R.K.), the FrontCog grant ANR-17-EURE-0017 (https://anr.fr/ProjetIA-17-EURE-0017 to J-R.K.), the National Science Foundation (https://www.nsf.gov/, grant 2043717, to D.P, P.R.), and the Ernst Struengmann Foundation (https://www.esi-frankfurt.de/ to D.P.). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.